Larq: An Open-Source Library for Training Binarized Neural Networks
Larq: An Open-Source Library for Training Binarized Neural Networks - Published in JOSS (2020)
https://github.com/larq/larq
Keywords
binarized-neural-networks binder deep-learning keras larq machine-learning python quantized-neural-networks tensorflow
Keywords from Contributors
measuring transformations observation compose convolutional-neural-network archives dataframes data-profiling optimize reporter
Last synced: 2 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
An Open-Source Library for Training Binarized Neural Networks
- Host: GitHub
- URL: https://github.com/larq/larq
- Owner: larq
- License: apache-2.0
- Created: 2019-03-18T21:41:50.000Z (almost 7 years ago)
- Default Branch: main
- Last Pushed: 2024-08-12T15:26:59.000Z (over 1 year ago)
- Last Synced: 2025-10-24T01:32:54.748Z (2 months ago)
- Topics: binarized-neural-networks, binder, deep-learning, keras, larq, machine-learning, python, quantized-neural-networks, tensorflow
- Language: Python
- Homepage: https://larq.dev
- Size: 1020 KB
- Stars: 718
- Watchers: 27
- Forks: 85
- Open Issues: 30
- Releases: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
Owner metadata
- Name: larq
- Login: larq
- Email:
- Kind: organization
- Description: An Open-Source Deep Learning Library for Training Binarized Neural Networks
- Website: https://larq.dev
- Location: London - Amsterdam
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/51130525?v=4
- Repositories: 7
- Last ynced at: 2023-03-02T21:55:12.996Z
- Profile URL: https://github.com/larq
GitHub Events
Total
- Issues event: 10
- Watch event: 22
- Issue comment event: 29
- Fork event: 2
Last Year
- Issues event: 9
- Watch event: 21
- Issue comment event: 29
- Fork event: 2
Committers metadata
Last synced: 2 months ago
Total Commits: 735
Total Committers: 18
Avg Commits per committer: 40.833
Development Distribution Score (DDS): 0.507
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Lukas Geiger | l****r | 362 |
| dependabot[bot] | 4****] | 212 |
| dependabot-preview[bot] | 2****] | 72 |
| Leon Overweel | l****l@g****m | 20 |
| Adam Hillier | 7****r | 14 |
| Koen Helwegen | k****n@p****m | 12 |
| MariaHeuss | 5****s | 10 |
| James Widdicombe | j****6@g****m | 8 |
| Jelmer Neeven | 1****n | 8 |
| Koen Helwegen | k****n@g****m | 6 |
| Arash Bakhtiari | b****r@i****e | 3 |
| Simon Brugman | s****n | 2 |
| Joschua-Conrad | 3****d | 1 |
| Peter Fackeldey | p****y@r****e | 1 |
| Tim de Bruin | t****m@p****m | 1 |
| Tom Bannink | t****k@g****m | 1 |
| imgbot[bot] | 3****] | 1 |
| rnusselder | 4****r | 1 |
Committer domains:
- plumerai.com: 2
- rwth-aachen.de: 1
- in.tum.de: 1
Issue and Pull Request metadata
Last synced: 3 months ago
Total issues: 46
Total pull requests: 180
Average time to close issues: 22 days
Average time to close pull requests: 11 days
Total issue authors: 12
Total pull request authors: 6
Average comments per issue: 0.87
Average comments per pull request: 0.3
Merged pull request: 140
Bot issues: 1
Bot pull requests: 97
Past year issues: 7
Past year pull requests: 0
Past year average time to close issues: 7 days
Past year average time to close pull requests: N/A
Past year issue authors: 4
Past year pull request authors: 0
Past year average comments per issue: 1.43
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- lgeiger (28)
- koenhelwegen (5)
- Oslomayor (2)
- x7779 (2)
- Sameeksha0709 (2)
- jamescook106 (1)
- vfdev-5 (1)
- 17387990341 (1)
- dependabot[bot] (1)
- Junshuai1024 (1)
- Nannigalaxy (1)
- Ridam2k (1)
Top Pull Request Authors
- dependabot[bot] (97)
- lgeiger (74)
- jamescook106 (4)
- koenhelwegen (3)
- RanHomri (1)
- yotamazriel (1)
Top Issue Labels
- documentation (12)
- feature (7)
- API (4)
- question (2)
- dependencies (1)
- python (1)
- good first issue (1)
Top Pull Request Labels
- dependencies (97)
- python (87)
- documentation (12)
- github_actions (10)
- internal-improvement (7)
- skip-changelog (4)
- feature (4)
- bug (1)
- breaking-change (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 2,574 last-month
- Total dependent packages: 1
- Total dependent repositories: 8
- Total versions: 37
- Total maintainers: 1
pypi.org: larq
An Open Source Machine Learning Library for Training Binarized Neural Networks
- Homepage: https://larq.dev/
- Documentation: https://larq.readthedocs.io/
- Licenses: Apache 2.0
- Latest release: 0.13.3 (published over 2 years ago)
- Last Synced: 2025-10-26T02:20:28.421Z (2 months ago)
- Versions: 37
- Dependent Packages: 1
- Dependent Repositories: 8
- Downloads: 2,574 Last month
-
Rankings:
- Dependent packages count: 4.778%
- Dependent repos count: 5.165%
- Average: 5.547%
- Downloads: 6.698%
- Maintainers (1)
Dependencies
- dataclasses *
- importlib-metadata *
- numpy *
- terminaltables >=3.1.0
- actions/checkout v3 composite
- actions/setup-python v4 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- pypa/gh-action-pypi-publish master composite
- toolmantim/release-drafter v5.22.0 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
Score: 17.364868600773136